{"id":"https://openalex.org/W4389723693","doi":"https://doi.org/10.1109/tifs.2023.3343079","title":"LED-RFF: LTE DMRS-Based Channel Robust Radio Frequency Fingerprint Identification Scheme","display_name":"LED-RFF: LTE DMRS-Based Channel Robust Radio Frequency Fingerprint Identification Scheme","publication_year":2023,"publication_date":"2023-12-14","ids":{"openalex":"https://openalex.org/W4389723693","doi":"https://doi.org/10.1109/tifs.2023.3343079"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2023.3343079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3343079","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Forensics and Security","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102831862","display_name":"Yang Xuan","orcid":"https://orcid.org/0000-0002-0486-4709"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Yang","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-0486-4709","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100759528","display_name":"Dongming Li","orcid":"https://orcid.org/0000-0002-4557-6279"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongming Li","raw_affiliation_strings":["School of Cyber Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-4557-6279","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":22.2463,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.99250477,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"19","issue":null,"first_page":"1855","last_page":"1869"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10069","display_name":"Antenna Design and Analysis","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10069","display_name":"Antenna Design and Analysis","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6984626054763794},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.5755141377449036},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4856778383255005},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.48291274905204773},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4372452199459076},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4279508888721466},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3838115930557251},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37646305561065674},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24972376227378845},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10719317197799683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6984626054763794},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.5755141377449036},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4856778383255005},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.48291274905204773},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4372452199459076},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4279508888721466},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3838115930557251},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37646305561065674},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24972376227378845},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10719317197799683},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2023.3343079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3343079","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Forensics and Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6530468051","display_name":"\u57fa\u4e8e\u591a\u57df\u4fe1\u606f\u8054\u5408\u5229\u7528\u7684\u7a7a\u5730\u878d\u5408\u9891\u8c31\u5171\u4eab\u7814\u7a76","funder_award_id":"62071250","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W593986112","https://openalex.org/W1501331715","https://openalex.org/W1994820194","https://openalex.org/W2007989865","https://openalex.org/W2031253388","https://openalex.org/W2034840140","https://openalex.org/W2038836370","https://openalex.org/W2052407992","https://openalex.org/W2087659160","https://openalex.org/W2096773124","https://openalex.org/W2112794584","https://openalex.org/W2116994946","https://openalex.org/W2132984323","https://openalex.org/W2152450845","https://openalex.org/W2166027164","https://openalex.org/W2170265514","https://openalex.org/W2171395034","https://openalex.org/W2782681674","https://openalex.org/W2805101420","https://openalex.org/W2945154566","https://openalex.org/W2949585565","https://openalex.org/W2963507066","https://openalex.org/W2966736488","https://openalex.org/W2972810968","https://openalex.org/W2982145123","https://openalex.org/W3015448029","https://openalex.org/W3048528344","https://openalex.org/W3083891030","https://openalex.org/W3095910127","https://openalex.org/W3127763944","https://openalex.org/W3134215411","https://openalex.org/W3165690421","https://openalex.org/W3172553205","https://openalex.org/W3176020692","https://openalex.org/W3181667991","https://openalex.org/W3194740358","https://openalex.org/W3211515875","https://openalex.org/W4210353105","https://openalex.org/W4210814219","https://openalex.org/W4213283107","https://openalex.org/W4214713481","https://openalex.org/W4225730496","https://openalex.org/W4229368658","https://openalex.org/W4280643872","https://openalex.org/W4293057561","https://openalex.org/W4295414650","https://openalex.org/W4315605945","https://openalex.org/W4317418731","https://openalex.org/W4317418952","https://openalex.org/W4321482415","https://openalex.org/W4324116497","https://openalex.org/W4377001497","https://openalex.org/W4379058829","https://openalex.org/W4385480376","https://openalex.org/W4388240238","https://openalex.org/W6617784512"],"related_works":["https://openalex.org/W1975289146","https://openalex.org/W2339806289","https://openalex.org/W2105887828","https://openalex.org/W2122599759","https://openalex.org/W2368132270","https://openalex.org/W4236520801","https://openalex.org/W2173185020","https://openalex.org/W2986003362","https://openalex.org/W2898732673","https://openalex.org/W2372764048"],"abstract_inverted_index":{"In":[0,29],"physical-layer":[1],"security":[2],"schemes,":[3],"radio":[4],"frequency":[5,128,154],"fingerprint":[6],"(RFF)":[7],"identification":[8,17],"is":[9,108,161,193],"vulnerable":[10],"to":[11,163],"the":[12,16,19,40,50,54,61,66,70,73,81,98,104,111,118,127,133,139,144,149,153,158,164,168,180,185,208,217,222,225,230,233],"channel":[13,51,68,78,140,165,181],"variations,":[14],"and":[15,65,79,101,117,138,170,183,205,210,224],"of":[18,63,103,126,152,190],"long":[20],"term":[21],"evolution":[22],"(LTE)":[23],"mobile":[24,211],"devices":[25],"deserves":[26],"further":[27],"investigation.":[28],"this":[30,191],"paper,":[31],"we":[32,59,90],"propose":[33,91],"an":[34,92],"RFF":[35,55,64,93],"extraction":[36,56,94],"method":[37,95,160,176,192],"based":[38,96],"on":[39,69,97],"LTE":[41,74],"demodulation":[42],"reference":[43],"signal":[44],"(DMRS)":[45],"processing":[46],"which":[47],"can":[48,177,202,235],"mitigate":[49],"impairments":[52],"during":[53],"process.":[57],"First,":[58],"analyze":[60],"impacts":[62,182],"multipath":[67],"DMRS":[71,105,130,156],"in":[72,207,221,229],"physical":[75],"uplink":[76],"shared":[77],"take":[80],"flexible":[82],"time-frequency":[83],"resource":[84],"block":[85],"allocations":[86],"into":[87],"account.":[88],"Then,":[89],"wavelet":[99],"decomposition":[100],"reconstruction":[102],"signals.":[106],"It":[107],"found":[109],"that":[110,174],"in-phase/quadrature":[112],"(IQ)":[113],"direct":[114],"current":[115],"offset":[116],"frequency-dependent":[119],"IQ":[120],"imbalance":[121],"mainly":[122,142],"affect":[123],"high-frequency":[124],"components":[125,151],"domain":[129,155],"signals,":[131,157],"while":[132],"power":[134],"amplifier":[135],"memory":[136],"nonlinearity":[137],"effects":[141],"influence":[143],"low-frequency":[145,150],"components.":[146],"By":[147],"removing":[148],"proposed":[159],"robust":[162],"impairments.":[166],"Finally,":[167],"simulation":[169],"experimental":[171],"results":[172],"show":[173],"our":[175],"effectively":[178],"reduce":[179],"retain":[184],"device":[186],"RFF.":[187],"The":[188,199],"effectiveness":[189],"verified":[194],"via":[195],"different":[196],"classification":[197,200,238],"tasks.":[198],"accuracy":[201],"reach":[203],"98.5%":[204],"93.9%":[206],"stationary":[209],"scenarios,":[212],"respectively.":[213],"Meanwhile,":[214],"by":[215],"combining":[216],"training":[218,231],"sets":[219],"collected":[220],"static":[223],"moving":[226],"scenarios":[227],"together":[228],"process,":[232],"model":[234],"achieve":[236],"better":[237],"performance.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":8}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
